Robustness against separation and outliers in logistic regression

JOURNAL ARTICLE published July 2003 in Computational Statistics & Data Analysis

Authors: Peter J Rousseeuw | Andreas Christmann

A New Bayesian Approach to Robustness Against Outliers in Linear Regression

JOURNAL ARTICLE published 1 June 2020 in Bayesian Analysis

Authors: Philippe Gagnon | Alain Desgagné | Mylène Bédard

Measuring overlap in binary regression

JOURNAL ARTICLE published July 2001 in Computational Statistics & Data Analysis

Authors: Andreas Christmann | Peter J Rousseeuw

A diagnostic plot for regression outliers and leverage points

JOURNAL ARTICLE published January 1991 in Computational Statistics & Data Analysis

Authors: Peter J. Rousseeuw

Handling Cellwise Outliers by Sparse Regression and Robust Covariance

JOURNAL ARTICLE published 3 December 2021 in Journal of Data Science, Statistics, and Visualisation

Authors: Jakob Raymaekers | Peter Rousseeuw

Binomial Logistic Regression

BOOK CHAPTER published 11 May 2009 in Logistic Regression Models

Robustness to outliers in location–scale parameter model using log-regularly varying distributions

JOURNAL ARTICLE published 1 August 2015 in The Annals of Statistics

Authors: Alain Desgagné

A Regression Analysis with Categorical Covariables, Two-way Heteroscedasticity, and Hidden Outliers

BOOK CHAPTER published 31 December 1997 in The Practice of Data Analysis

Authors: Mia Hubert | Peter J. Rousseeuw

A note on the “L-logistic regression models: Prior sensitivity analysis, robustness to outliers and applications”

JOURNAL ARTICLE published 1 February 2020 in Brazilian Journal of Probability and Statistics

Authors: Saralees Nadarajah | Yuancheng Si

Robustness in the Linear Regression M+N105odel

OTHER published 29 September 2014 in Wiley StatsRef: Statistics Reference Online

Authors: Mia Hubert | Peter J. Rousseeuw | Stefan Aelst

L-Logistic regression models: Prior sensitivity analysis, robustness to outliers and applications

JOURNAL ARTICLE published 1 August 2019 in Brazilian Journal of Probability and Statistics

Authors: Rosineide F. da Paz | Narayanaswamy Balakrishnan | Jorge Luis Bazán

Robustness Against Conflicting Prior Information in Regression

JOURNAL ARTICLE published 1 September 2023 in Bayesian Analysis

Authors: Philippe Gagnon

Erratum to “Inverse boosting for monotone regression functions” [Comput. Statist. Data Anal. 49 (2005) 757–770]

JOURNAL ARTICLE published January 2006 in Computational Statistics & Data Analysis

Authors: Yuwon Kim | Ja-Yong Koo

A new class of survival regression models with heavy-tailed errors: robustness and diagnostics

JOURNAL ARTICLE published September 2008 in Lifetime Data Analysis

Authors: Michelli Barros | Gilberto A. Paula | Víctor Leiva

Robustness Versus Consistency in Ill-Posed Classification and Regression Problems

BOOK CHAPTER published 2013 in Classification and Data Mining

Authors: Robert Hable | Andreas Christmann

Analysis of Categorical Data II: Log-Linear Models and Logistic Regression

BOOK CHAPTER published 1 April 2001 in Statistics for Psychologists

Dealing with Separation in Logistic Regression Models

JOURNAL ARTICLE published 2016 in Political Analysis

Authors: Carlisle Rainey

Intermediate and advanced topics in multilevel logistic regression analysis

JOURNAL ARTICLE published 10 September 2017 in Statistics in Medicine

Research funded by Canadian Institutes of Health Research (MOP 86508,MOP) | Vetenskapsrådet (VR #2013-2484,2013-2484)

Authors: Peter C. Austin | Juan Merlo

Quantile dispersion graphs for evaluating and comparing designs for logistic regression models

JOURNAL ARTICLE published May 2003 in Computational Statistics & Data Analysis

Authors: Kevin S. Robinson | André I. Khuri

Robustness against outliers: A new variance inflated regression model for proportions

JOURNAL ARTICLE published June 2020 in Statistical Modelling

Authors: Agnese Maria Di Brisco | Sonia Migliorati | Andrea Ongaro